I suspect this is calcium hydroxide, also called slaked limehttp://en.wikipedia.org/wiki/Calcium_...I've seen in a small Asian grocery (in the US). It would also be available in Mexican sources as 'cal' (for treating corn for tortillas). I don't know what your options are if you are in the UK.

I wonder if it is still used to whitewash to cute thatched roof cottages.